Description

This analysis provides a forecast of ATOM prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-08-17 3.284330 3.628928 4.002264 4.438095 4.934563 5.484403 6.142058
2025-08-24 2.746309 3.198431 3.721714 4.376881 5.181873 6.147308 7.405897
2025-08-31 2.420851 2.927612 3.542878 4.354257 5.410236 6.757940 8.640987
2025-09-07 2.248488 2.805153 3.508529 4.477951 5.804165 7.592660 10.254162
2025-09-14 2.060255 2.634825 3.384451 4.455445 5.982467 8.139870 11.529966
2025-09-21 1.899693 2.481364 3.261394 4.411213 6.111489 8.615966 12.752239
2025-09-28 1.716779 2.280024 3.051939 4.218585 5.995395 8.703709 13.366369
2025-10-05 1.629171 2.202344 3.006361 4.254830 6.218628 9.327694 14.936959
2025-10-12 1.564242 2.150529 2.991460 4.331821 6.507758 10.084702 16.850415
2025-10-19 1.505098 2.101775 2.975525 4.402807 6.790368 10.859905 18.922204
2025-10-26 1.449270 2.053291 2.955010 4.462326 7.056527 11.634869 21.125357
2025-11-02 1.391107 1.996884 2.917234 4.488586 7.265263 12.328313 23.286896
2025-11-09 1.299984 1.885840 2.788612 4.356679 7.188095 12.492554 24.398412
2025-11-16 1.231743 1.806517 2.705382 4.295099 7.232030 12.895643 26.118331
2025-11-23 1.177401 1.745794 2.647921 4.272719 7.345116 13.448757 28.296563
2025-11-30 1.154926 1.734556 2.670672 4.393482 7.743205 14.641753 32.294660
2025-12-07 1.107961 1.680489 2.617629 4.371495 7.856844 15.242586 34.929725
2025-12-14 1.060883 1.623598 2.556054 4.328294 7.922151 15.744172 37.419004
2025-12-21 0.992867 1.528376 2.422856 4.140136 7.669137 15.487162 37.721442
2025-12-28 0.965970 1.501242 2.407135 4.175544 7.890873 16.369802 41.573030
2026-01-04 0.946894 1.486336 2.411916 4.250750 8.205872 17.524623 46.594109
2026-01-11 0.927916 1.470510 2.413865 4.320084 8.515113 18.714882 52.111904
2026-01-18 0.908304 1.452499 2.410576 4.378213 8.805046 19.903441 58.031860